{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:50:54Z","timestamp":1725565854483},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642158186"},{"type":"electronic","value":"9783642158193"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15819-3_14","type":"book-chapter","created":{"date-parts":[[2010,9,13]],"date-time":"2010-09-13T08:36:18Z","timestamp":1284366978000},"page":"101-106","source":"Crossref","is-referenced-by-count":2,"title":["Globally Optimal Structure Learning of Bayesian Networks from Data"],"prefix":"10.1007","author":[{"given":"Kobra","family":"Etminani","sequence":"first","affiliation":[]},{"given":"Mahmoud","family":"Naghibzadeh","sequence":"additional","affiliation":[]},{"given":"Amir Reza","family":"Razavi","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"14_CR1","first-page":"124","volume-title":"Proceedings of the 19th Annual Conference on Uncertainty in Artificial Intelligence","author":"D.M. Chickering","year":"2003","unstructured":"Chickering, D.M., Meek, C., Heckerman, D.: Large-sample learning of Bayesian networks is NP-Hard. In: Proceedings of the 19th Annual Conference on Uncertainty in Artificial Intelligence, pp. 124\u2013133. Morgan Kaufmann Publishers, San Francisco (2003)"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Chickering, D.M.: Learning Bayesian networks is NP-complete. Learning from Data: Artificial Intelligence and Statistics V, 121\u2013130 (1996)","DOI":"10.1007\/978-1-4612-2404-4_12"},{"key":"14_CR3","doi-asserted-by":"crossref","unstructured":"Buntine, W.: Theory refinement on Bayesian Networks. In: Proceedings of the Seventh Conference on Uncertainty in Artificial intelligence, Los Angeles, pp. 52\u201360 (1991)","DOI":"10.1016\/B978-1-55860-203-8.50010-3"},{"key":"14_CR4","unstructured":"Silander, T., Myllymaki, P.: A Simple Approach for Finding the Globally Optimal Bayesian Network Structure. In: Proceedings of the 22nd Annual Conference on Uncertainty in Artificial Intelligence, pp. 445\u2013452 (2006)"},{"key":"14_CR5","unstructured":"Singh, A.P., Moore, A.W.: Finding Optimal Bayesian Networks by Dynamic Programming. Technical Report, Carnegie Mellon University CALD-05-106 (2005)"},{"key":"14_CR6","first-page":"549","volume":"5","author":"M. Koivisto","year":"2004","unstructured":"Koivisto, M., Sood, K., Chickering, D.M.: Exact Bayesian structure discovery in Bayesian networks. Journal of Machine Learning Research\u00a05, 549\u2013573 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Campos, C.P., Zeng, Z., Ji, Q.: Structure Learning of Bayesian Networks using Constraints. In: Proceedings of the 26th International Conference on Machine Learning, Canada (2009)","DOI":"10.1145\/1553374.1553389"},{"key":"14_CR8","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1214\/aos\/1176344136","volume":"6","author":"G. Schwartz","year":"1978","unstructured":"Schwartz, G.: Estimating the dimensions of a model. Annals of Statistics\u00a06, 461\u2013464 (1978)","journal-title":"Annals of Statistics"},{"key":"14_CR9","first-page":"309","volume":"9","author":"G. Cooper","year":"1992","unstructured":"Cooper, G., Herskovits, E.: A Bayesian method for the induction of probabilistic networks from data. Machine Learning\u00a09, 309\u2013347 (1992)","journal-title":"Machine Learning"},{"key":"14_CR10","first-page":"197","volume":"20","author":"D. Hecherman","year":"1995","unstructured":"Hecherman, D., Geiger, D., Chickering, D.M.: Learning Bayesian networks: The combination of knowledge and statistical data. Machine Learning\u00a020, 197\u2013243 (1995)","journal-title":"Machine Learning"},{"key":"14_CR11","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1109\/TAC.1974.1100705","volume":"19","author":"H. Akaike","year":"1974","unstructured":"Akaike, H.: A new look at the statistical model identification. IEEE Transactions on Automatic Control\u00a019, 716\u2013723 (1974)","journal-title":"IEEE Transactions on Automatic Control"},{"key":"14_CR12","unstructured":"Asuncion, A., Newman, D.: UCI machine learning repository, \n                    \n                      http:\/\/archive.ics.uci.edu\/ml\/datasets.html"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15819-3_14.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T12:18:16Z","timestamp":1619785096000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15819-3_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642158186","9783642158193"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15819-3_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}